src/runtime/NEON/functions/NEEqualizeHistogram.cpp

/*
 * Copyright (c) 2016-2020 Arm Limited.
 *
 * SPDX-License-Identifier: MIT
 *
 * Permission is hereby granted, free of charge, to any person obtaining a copy
 * of this software and associated documentation files (the "Software"), to
 * deal in the Software without restriction, including without limitation the
 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
 * sell copies of the Software, and to permit persons to whom the Software is
 * furnished to do so, subject to the following conditions:
 *
 * The above copyright notice and this permission notice shall be included in all
 * copies or substantial portions of the Software.
 *
 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
 * SOFTWARE.
 */
#include "arm_compute/runtime/NEON/functions/NEEqualizeHistogram.h"

#include "arm_compute/core/ITensor.h"
#include "arm_compute/core/TensorInfo.h"
#include "arm_compute/core/Types.h"
#include "arm_compute/core/Validate.h"
#include "arm_compute/runtime/NEON/NEScheduler.h"
#include "src/core/NEON/kernels/NECumulativeDistributionKernel.h"
#include "src/core/NEON/kernels/NEHistogramKernel.h"
#include "src/core/NEON/kernels/NEHistogramKernel.h"
#include "src/core/NEON/kernels/NETableLookupKernel.h"

namespace arm_compute
{
NEEqualizeHistogram::~NEEqualizeHistogram() = default;

NEEqualizeHistogram::NEEqualizeHistogram()
    : _histogram_kernel(), _cd_histogram_kernel(), _map_histogram_kernel(), _hist(nr_bins, 0, max_range), _cum_dist(nr_bins, 0, max_range), _cd_lut(nr_bins, DataType::U8)
{
}

void NEEqualizeHistogram::configure(const IImage *input, IImage *output)
{
    ARM_COMPUTE_ERROR_ON_TENSOR_NOT_2D(input);
    ARM_COMPUTE_ERROR_ON_TENSOR_NOT_2D(output);
    ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::U8);
    ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output, 1, DataType::U8);

    _histogram_kernel     = std::make_unique<NEHistogramKernel>();
    _cd_histogram_kernel  = std::make_unique<NECumulativeDistributionKernel>();
    _map_histogram_kernel = std::make_unique<NETableLookupKernel>();

    // Configure kernels
    _histogram_kernel->configure(input, &_hist);
    _cd_histogram_kernel->configure(input, &_hist, &_cum_dist, &_cd_lut);
    _map_histogram_kernel->configure(input, &_cd_lut, output);
}

void NEEqualizeHistogram::run()
{
    // Calculate histogram of input.
    NEScheduler::get().schedule(_histogram_kernel.get(), Window::DimY);

    // Calculate cumulative distribution of histogram and create LUT.
    NEScheduler::get().schedule(_cd_histogram_kernel.get(), Window::DimY);

    // Map input to output using created LUT.
    NEScheduler::get().schedule(_map_histogram_kernel.get(), Window::DimY);
}
} // namespace arm_compute